{"id":"W4285803307","doi":"10.1093/jcag/gwac023","title":"Perceived Barriers to Professional Equality Among Women in Gastroenterology","year":2022,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Calgary; University of Saskatchewan; Dalhousie University","funders":"","keywords":"Gender equity; Equity (law); Psychological intervention; Medicine; Focus group; Gender equality; Internal medicine; Psychology; Nursing; Political science; Sociology; Gender studies","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005622875,0.0001996811,0.0005663993,0.0008257114,0.007668363,0.002813511,0.0006256492,0.0007556303,0.004397012],"category_scores_gemma":[0.01480398,0.0002732664,0.0002446841,0.000773881,0.00363712,0.001031005,0.003254638,0.00122834,0.0002072051],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008338065,"about_ca_system_score_gemma":0.01918999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.285137,"about_ca_topic_score_gemma":0.4065639,"domain_scores_codex":[0.995297,0.002072774,0.0001574666,0.0001936368,0.0009661879,0.001312924],"domain_scores_gemma":[0.9930681,0.002821138,0.0008486031,0.0001049636,0.0009481005,0.002209084],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001667376,0.0001879825,0.2115138,0.0003566107,0.00002875087,0.00130422,0.7448816,0.00009138732,0.001353078,0.003793206,0.003868414,0.03245423],"study_design_scores_gemma":[0.00002464279,0.0001865373,0.1243904,0.0005871855,0.00002443146,0.0006881983,0.8479549,0.0002167028,0.0002379266,0.0009387328,0.02470595,0.00004444963],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804361,0.001431554,0.0003320871,0.00789185,0.00009225586,0.00006259896,0.0000531243,0.00000572842,0.009694627],"genre_scores_gemma":[0.9964199,0.0008108772,0.0002454169,0.001062206,0.00001738331,0.00002241238,0.00001472831,0.000004225188,0.001402885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9943771,"threshold_uncertainty_score":0.5669547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0108807937771188,"score_gpt":0.2551445383295634,"score_spread":0.2442637445524445,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}